| metric | Score |
|---|---|
| accuracy | 0.667 |
| precision | 0.223 |
| recall | 0.511 |
| f1 | 0.311 |
| roc_auc_score | 0.652 |
| pr_auc_score | 0.239 |
| log_loss | 0.693 |
| label | probability |
|---|---|
| 0* | 50.0 % |
| 1 | 50.0 % |
| Reason | Effect |
|---|---|
| Average of population | 50.0% |
| is_referral_1 = 0.0 | +0.0% |
| recency_2 = 1.0 | +0.0% |
| history = 0.2816685140132904 | +0.0% |
| offer_No Offer = 0.0 | +0.0% |
| used_bogo_0 = 0.0 | +0.0% |
| channel_Web = 0.0 | -0.0% |
| channel_Phone = 0.0 | +0.0% |
| offer_Discount = 0.0 | -0.0% |
| zip_code_Urban = 0.0 | +0.0% |
| zip_code_Rural = 0.0 | -0.0% |
| recency_1 = 0.0 | -0.0% |
| recency_10 = 0.0 | +0.0% |
| recency_11 = 0.0 | +0.0% |
| recency_9 = 0.0 | +0.0% |
| recency_7 = 0.0 | +0.0% |
| zip_code_Surburban = 1.0 | -0.0% |
| recency_3 = 0.0 | -0.0% |
| used_discount_1 = 0.0 | -0.0% |
| offer_Buy One Get One = 1.0 | +0.0% |
| recency_12 = 0.0 | +0.0% |
| recency_6 = 0.0 | +0.0% |
| recency_8 = 0.0 | +0.0% |
| recency_4 = 0.0 | +0.0% |
| channel_Multichannel = 1.0 | -0.0% |
| recency_5 = 0.0 | +0.0% |
| Other features combined | +0.0% |
| Final prediction | 50.0% |
| label | probability |
|---|---|
| 0 | 50.0 % |
| 1 | 50.0 % |
| Reason | Effect |
|---|---|
| Average of population | 50.0% |
| is_referral_1 = 0.0 | +0.0% |
| history = 0.05069262534379959 | +0.0% |
| offer_No Offer = 0.0 | +0.0% |
| channel_Phone = 0.0 | +0.0% |
| used_bogo_0 = 0.0 | +0.0% |
| offer_Discount = 0.0 | -0.0% |
| channel_Web = 1.0 | +0.0% |
| recency_1 = 0.0 | -0.0% |
| zip_code_Rural = 0.0 | -0.0% |
| recency_10 = 0.0 | +0.0% |
| recency_2 = 0.0 | -0.0% |
| recency_9 = 0.0 | +0.0% |
| zip_code_Urban = 0.0 | +0.0% |
| recency_11 = 0.0 | +0.0% |
| recency_3 = 0.0 | -0.0% |
| used_discount_1 = 0.0 | +0.0% |
| offer_Buy One Get One = 1.0 | +0.0% |
| recency_7 = 0.0 | +0.0% |
| recency_12 = 0.0 | +0.0% |
| zip_code_Surburban = 1.0 | -0.0% |
| recency_8 = 0.0 | +0.0% |
| recency_6 = 0.0 | +0.0% |
| recency_4 = 0.0 | +0.0% |
| recency_5 = 1.0 | -0.0% |
| channel_Multichannel = 0.0 | -0.0% |
| Other features combined | +0.0% |
| Final prediction | 50.0% |